EP 0967534 B1 20040107 - Online learning method
Title (en)
Online learning method
Title (de)
Online Lernverfahren
Title (fr)
Procédé d'apprentissage en ligne
Publication
Application
Priority
- JP 15567498 A 19980604
- JP 13854598 A 19980520
- US 31592199 A 19990520
Abstract (en)
[origin: EP0959414A1] An optimization method for a fuzzy neural network or fuzzy or neural network, wherein the process of calculating an inference value by fuzzy inference is constituted with a neural network: A parameter to be identified or adjusted by fuzzy inference is made to correspond to the coupling weight of the neural network, and a fuzzy rule and/or membership function is adjusted by updating the coupling weight by learning. A plural number of input candidate data that can be input data at least to the fuzzy neural network are prepared in advance, using an evolutionary algorithm, information on adoption or non-adoption of at least respective input data are made into a plural number of individuals, and the individuals are made to evolve according to estimated accuracy using the evolutionary algorithm.
IPC 1-7
IPC 8 full level
G05B 13/02 (2006.01); G06N 3/04 (2006.01)
CPC (source: EP US)
F02D 41/1405 (2013.01 - EP US); G05B 13/0285 (2013.01 - EP US); G06N 3/043 (2023.01 - EP US)
Designated contracting state (EPC)
DE FR GB IT
DOCDB simple family (publication)
EP 0959414 A1 19991124; EP 0967534 A1 19991229; EP 0967534 B1 20040107; US 6349293 B1 20020219
DOCDB simple family (application)
EP 99109963 A 19990520; EP 99109952 A 19990520; US 31592199 A 19990520